Weather Forecasting on ERA5 1.4° grid (test)
0.0549RMSEOneforecast
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oneforecast2026.02 | 0.0549 | 99.43 | |
| EMFormerfinetuning=true2026.02 | 0.0599 | 99.49 | |
| Graphcast2026.02 | 0.0626 | 99.28 | |
| EMFormerfinetuning=false2026.02 | 0.0626 | 99.31 | |
| Pangu-weather2026.02 | 0.0826 | 98.76 | |
| Fuxi2026.02 | 0.0987 | 98.2 | |
| EMFormerfinetuning=true2026.02 | 0.1139 | 97.75 | |
| EMFormerfinetuning=false2026.02 | 0.1219 | 97.49 | |
| Oneforecast2026.02 | 0.1231 | 97.37 | |
| Graphcast2026.02 | 0.1304 | 97.05 | |
| Pangu-weather2026.02 | 0.1571 | 95.81 | |
| Fuxi2026.02 | 0.1708 | 95.11 | |
| EMFormerfinetuning=true2026.02 | 0.2539 | 89.36 | |
| EMFormerfinetuning=false2026.02 | 0.2673 | 88.45 | |
| Oneforecast2026.02 | 0.2732 | 88.25 | |
| Graphcast2026.02 | 0.2861 | 87.05 | |
| Pangu-weather2026.02 | 0.338 | 81.67 | |
| EMFormerfinetuning=true2026.02 | 0.4072 | 72.23 | |
| Fuxi2026.02 | 0.4128 | 73.79 | |
| EMFormerfinetuning=false2026.02 | 0.4327 | 69.78 | |
| Oneforecast2026.02 | 0.4468 | 68.88 | |
| Graphcast2026.02 | 0.4597 | 66.92 | |
| Pangu-weather2026.02 | 0.5092 | 57.38 | |
| EMFormerfinetuning=true2026.02 | 0.5094 | 53.89 | |
| EMFormerfinetuning=false2026.02 | 0.5719 | 46.14 | |
| Oneforecast2026.02 | 0.5918 | 44.57 | |
| Fuxi2026.02 | 0.5972 | 44.46 | |
| Graphcast2026.02 | 0.6009 | 42.75 | |
| Pangu-weather2026.02 | 0.6215 | 35.42 | |
| Fuxi2026.02 | 0.6981 | 23.91 |